I don't know how to prevent people from stopping this without shaming them. I think more shaming might be required, as uncomfortable as that may be. It's a societal wide prisoner's dilemma (well if I don't build it, someone else will), except we this isn't a prisoners dilemma and we can coordinate, sort of.
It would be one thing if GPUs and Tokens were cheap and everyone could take these implementations and out compete the corporations, but that's not the game theoretical terms we're on here. They have the resources, and I promise they are not going to let the average joe be able afford to out compete them. They are the ones that are going to be able to get the most advantage from these tools.. Why give them the extra leverage. It will be used to displace you. The ruling class or those with the resources, have zero intention of letting the tide rise all boats. And if there are any in the ruling class that do have good intentions, they will be rooted out.
We see this evidence all across literature, history, and in their own actions. This year in Telluride Colorado the Ski Patrol Union went on strike over wages. The billionaire owner who lives in California, Chuck Horning, did not want to concede to the Ski Patrolers over a $66k spread out over 3 years, like 22k a year over the contract length. He shutdown the ski resort during the Christmas holidays, and brought the town to its knees. This is just one example, but there are many. It is ideological to these people, its about maintaining their control over the working class. We are at the beginning of a class struggle that Earth has never witnessed before, with way more lives at stake.
I do not think LLMs are going to lead to super intelligence btw, I do believe it will get decent enough to uproot many lives when its used as a weapon against the value of labor and to accelerate concentration of resources into the few(er). We are up against people like Chuck Horner, who'd rather destroy an entire town of workers over 22k a year than concede any power. They have zero interest in building a equitable society, or we wouldn't see this type of behavior. This will 100% get used to replace you, then what will they do with us? They aren't going to just let everyone chill, I promise you that.
I believe the devaluation (and surveillance )of labor because of LLMs, robotics (machine learning in general) is the most pressing issue of our time.
I get the draw to building cool tools with these things, but please don't do it in the open. Let someone else do it, and then we can call them out too. The slower these developments can happen the better.